Papers matching “machine learning diagnostics” 188
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The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires2021 Nature Machine Intelligence article Biochemistry, Genetics and Molecular Biology vaccines and immunoinformatics approaches Open access
Milena Pavlović, Lonneke Scheffer, Keshav Motwani, Chakravarthi Kanduri, Radmila Kompova, Nikolay Vazov, +36 more
88citations -
Linking satellites to genes with machine learning to estimate phytoplankton community structure from space2024 Ocean science article Earth and Planetary Sciences Marine and coastal ecosystems Open access cited by 1 patent
Roy El Hourany, Juan José Pierella Karlusich, Lucie Zinger, Hubert Loisel, Marina Lévy, Chris Bowler
22citations -
A non-invasive, automated diagnosis of Menière’s disease using radiomics and machine learning on conventional magnetic resonance imaging: A multicentric, case-controlled feasibility study2021 La radiologia medica article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Marly F. J. A. van der Lubbe, Akshayaa Vaidyanathan, Marjolein de Wit, Elske L. van den Burg, Alida Annechien Postma, Tjasse Doewe Bruintjes, +7 more
36citations -
Multiphase CT-based prediction of Child-Pugh classification: a machine learning approach2020 European Radiology Experimental article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Johannes Thüring, Oliver Rippel, Christoph Haarburger, Dorit Merhof, Philipp Schad, Philipp Bruners, +2 more
18citations -
A combination of immune cell types identified through ensemble machine learning strategy detects altered profile in recurrent pregnancy loss: a pilot study
Marilen Benner, Dorien Feyaerts, Alejandro Lopez‐Rincon, Olivier W.H. van der Heijden, Marie‐Louise van der Hoorn, Irma Joosten, +2 more
11citations -
Machine Learning-Based Analysis of Coronary Ct Angiography Radiomic Features Improves the Identification of Functionally Significant Lesions
Nikolaos Anousakis‐Vlachochristou, Riccardo Liga, Finn Y. van Driest, Dimitrios G. Terentes-Printzios, Alexander Broersen, Jouke Dijkstra, +13 more
0citations -
Multimodal integration of longitudinal noninvasive diagnostics for survival prediction in immunotherapy using deep learning2025 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Melda Yeghaian, Zuhir Bodalal, John B.A.G. Haanen, Stefano Trebeschi, Marcel A. J. van Gerven
12citations -
Predicting and elucidating the etiology of fatty liver disease: A machine learning modeling and validation study in the IMI DIRECT cohorts2020 PLoS Medicine article Medicine Liver Disease Diagnosis and Treatment Open access cited by 3 patents
Naeimeh Atabaki‐Pasdar, Mattias Ohlsson, Ana Viñuela, Francesca Frau, Hugo Pomares‐Millan, Mark Haid, +57 more
96citations